Gregory Shtrasberg and GitHub
31aedfe7d6
[Bugfix][ROCm] Fixing the skinny gemm dispatch logic from #32831 ( #33366 )
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Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com >
2026-01-30 19:05:23 -06:00
Michael Goin and GitHub
67ebaff528
Refactor NVFP4 Linear utils for ModelOpt and CT ( #33201 )
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Signed-off-by: mgoin <mgoin64@gmail.com >
2026-01-30 16:37:42 -08:00
Pavani Majety and GitHub
c3a9752b0c
[Hardware][SM100] Add TRTLLM Kernel for INT4 W4A16 Kernel. ( #32437 )
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Signed-off-by: Pavani Majety <pmajety@nvidia.com >
2026-01-30 10:30:46 -08:00
Yanan Cao and GitHub
6c1f9e4c18
[Kernel] [Helion] [1/N] Add Helion ConfigManager ( #32740 )
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Signed-off-by: Yanan Cao <gmagogsfm@gmail.com >
2026-01-30 12:19:19 -05:00
Harry Mellor and GitHub
67239c4c42
Fix encoder-decoder model disabling mm processor cache ( #33236 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
2026-01-30 16:30:10 +00:00
Nicolò Lucchesi and GitHub
8ece60768f
[CI] Qwen3-ASR transcriptios tests ( #33414 )
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Signed-off-by: NickLucche <nlucches@redhat.com >
2026-01-30 16:17:56 +00:00
Kyle Sayers and GitHub
f857a03f6b
[QeRL] Layerwise Reloading ( #32133 )
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Signed-off-by: Kyle Sayers <kylesayrs@gmail.com >
2026-01-30 08:50:05 -07:00
8f5d51203b
Disable Cascade Attention for Batch Invariance ( #32561 )
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Signed-off-by: frankwang28 <frank.wbb@hotmail.com >
Signed-off-by: Frank Wang <41319051+frankwang28@users.noreply.github.com >
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com >
2026-01-30 10:00:46 -05:00
ae5b7aff2b
Improve Mistral format checks. ( #33253 )
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Signed-off-by: Julien Denize <julien.denize@mistral.ai >
Signed-off-by: juliendenize <julien.denize@mistral.ai >
Co-authored-by: Michael Goin <mgoin64@gmail.com >
2026-01-30 06:23:33 -08:00
Harry Mellor and GitHub
a11bc12d53
Fix test_moe.py for Transformers v5 ( #33413 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
2026-01-30 14:03:25 +00:00
cf896ae0e3
[Misc] Clean up HIDDEN_DEPRECATED_METRICS after metric removal ( #33323 )
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Signed-off-by: carlory <baofa.fan@daocloud.io >
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com >
2026-01-30 13:31:17 +00:00
Harry Mellor and GitHub
c5113f60f2
Remove deprecated reasoning_content message field ( #33402 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
2026-01-30 11:48:15 +00:00
10152d2194
[Realtime API] Adds minimal realtime API based on websockets ( #33187 )
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Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com >
Co-authored-by: Nick Hill <nickhill123@gmail.com >
2026-01-30 18:41:29 +08:00
Cyrus Leung and GitHub
c87eac18f7
[Refactor] Move MM item count validation outside of processor ( #33396 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
2026-01-30 09:27:31 +00:00
ba45bedfd1
[model] Add support for openPangu7B-VL ( #32449 )
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Signed-off-by: hujiaxin <524446785@qq.com >
Signed-off-by: Emilie1001 <79921183+Emilie1001@users.noreply.github.com >
Co-authored-by: Emilie1001 <79921183+Emilie1001@users.noreply.github.com >
2026-01-30 15:54:27 +08:00
Harry Mellor and GitHub
9432ed8c7e
Explicitly set return_dict for apply_chat_template ( #33372 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
2026-01-30 07:27:04 +00:00
070c811d6f
[CI][AMD] Skip 4 GPUs testgroup ray tests ( #33305 )
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Signed-off-by: Ryan Rock <ryan.rock@amd.com >
Co-authored-by: TJian <tunjian.tan@embeddedllm.com >
2026-01-29 21:39:53 -08:00
Wang Haoyu and GitHub
c46b0cd0af
[Model][Multimodal] Add explicit MusicFlamingo adapter ( #32696 )
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Signed-off-by: WangHaoyuuu <mailwhaoyu@gmail.com >
2026-01-30 11:01:29 +08:00
Cyrus Leung and GitHub
831453fcef
[Chore] Move MediaConnector to vllm.multimodal.media ( #33324 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
2026-01-29 16:54:31 +00:00
Cyrus Leung and GitHub
c6e7404cc5
[Multimodal] Simplify MM input definitions ( #33331 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
2026-01-29 13:32:04 +00:00
Roger Wang and GitHub
8b3f0a99dd
[Models] Qwen3-ASR ( #33312 )
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Signed-off-by: Roger Wang <hey@rogerw.io >
2026-01-29 19:27:15 +08:00
40c35038d2
[Voxtral] Streaming example ( #33042 )
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Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com >
Co-authored-by: Roger Wang <hey@rogerw.io >
2026-01-29 03:22:49 -08:00
615e8033e5
[Bug Fix] Handle variable-length tensors in MultiModalFlatField batching ( #31751 )
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Signed-off-by: Andrii Pasternak <andriipasternak31@gmail.com >
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com >
2026-01-29 10:42:59 +00:00
daniel-salib and GitHub
8688c3d460
[fix] tesdt mcp_tool_calling_streaming with a more complex math question ( #32769 )
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Signed-off-by: Daniel Salib <danielsalib@meta.com >
2026-01-29 10:25:58 +00:00
Isotr0py and GitHub
3a92c6f3b5
[Misc] Cleanup Kimi-K2.5's vision chunk modality entrypoints ( #33157 )
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn >
2026-01-29 09:46:02 +00:00
shanjiaz and GitHub
5eeba80c74
Adding optional speculator tests for larger models ( #32943 )
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Signed-off-by: shanjiaz <zsjwpianpian@gmail.com >
2026-01-29 16:54:02 +08:00
cmunley1 and GitHub
3bba2edb0f
support returning tokenids in responses api ( #33212 )
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Signed-off-by: Christian Munley <cmunley@nvidia.com >
2026-01-29 16:52:39 +08:00
abb34ac43a
[Bugfix] Fix Qwen3-VL-Reranker load. ( #33298 )
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Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io >
Signed-off-by: wang.yuqi <noooop@126.com >
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2026-01-29 08:42:53 +00:00
Cyrus Leung and GitHub
51550179fc
[Refactor] Define MM data parser in processing info instead of processor itself ( #33260 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk >
2026-01-29 13:55:17 +08:00
Michael Goin and GitHub
ca1969186d
[UX] Enable nested configs in config yaml files ( #33193 )
2026-01-28 16:54:25 -05:00
Rohan Potdar and GitHub
59bcc5b6f2
Use aiter triton fused_add_rmsnorm_pad for gpt-oss ( #30976 )
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Signed-off-by: Rohan138 <rohanpotdar138@gmail.com >
2026-01-28 20:47:47 +00:00
3e440786af
[Feature] Fully support for async scheduling + PP, 30.8% E2E throughput improvement, 31.8% TPOT improvement ( #32618 )
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Signed-off-by: yewentao256 <zhyanwentao@126.com >
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com >
Signed-off-by: Nick Hill <nickhill123@gmail.com >
Co-authored-by: Nick Hill <nickhill123@gmail.com >
2026-01-28 20:30:32 +00:00
Nicolò Lucchesi and GitHub
8ebf372e9d
[CI] Whisper tests enforce_eager=False ( #33098 )
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Signed-off-by: NickLucche <nlucches@redhat.com >
2026-01-28 09:36:56 -08:00
af9b69f977
[Quantization][Deprecation] Remove Marlin 24 ( #32688 )
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Signed-off-by: Robert Shaw <robshaw@redhat.com >
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
Co-authored-by: Robert Shaw <robshaw@redhat.com >
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
2026-01-28 15:54:59 +00:00
Chauncey and GitHub
8e5e40daf4
[Misc] Provide a DeepSeek ReasoningParser with thinking enabled by default ( #33221 )
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Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com >
2026-01-28 21:16:53 +08:00
2e8de86777
Revert "Enable Cross layers KV cache layout at NIXL Connector ( #30207 )" ( #33241 )
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Signed-off-by: Or Ozeri <oro@il.ibm.com >
Co-authored-by: Kevin H. Luu <khluu000@gmail.com >
2026-01-28 04:36:00 -08:00
247d1a32ea
[Quantization][Deprecation] Remove BitBlas ( #32683 )
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Signed-off-by: Robert Shaw <robshaw@redhat.com >
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com >
Co-authored-by: Robert Shaw <robshaw@redhat.com >
2026-01-28 11:06:22 +00:00
36d450e3b8
Adds FunAudioChat multimodal audio model support ( #2 ) ( #33058 )
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Signed-off-by: ramos <49182011+nemoramo@users.noreply.github.com >
Signed-off-by: mayufeng <mayufeng@example.com >
Co-authored-by: mayufeng <mayufeng@example.com >
2026-01-28 05:18:09 +00:00
Harry Mellor and GitHub
2eb673a088
Add flake8-implicit-str-concat rules to Ruff ( #33191 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
2026-01-28 04:56:10 +00:00
Richard Zou and GitHub
d9aa39a3bb
[torch.compile] Speed up MOE handling in forward_context ( #33184 )
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Signed-off-by: Richard Zou <zou3519@gmail.com >
2026-01-27 15:17:54 -08:00
danielafrimi and GitHub
83fb2d09e8
Support heterogeneous NemotronHPuzzle model ( #32549 )
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Signed-off-by: <dafrimi@nvidia.com >
Signed-off-by: Daniel Afrimi <dafrimi@nvidia.com >
Signed-off-by: root <dafrimi@nvidia.com >
2026-01-27 10:55:54 -05:00
Matthew Bonanni and GitHub
a608b4c6c2
[5/N][Attention] Finish eliminating vllm/attention folder ( #32064 )
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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com >
2026-01-27 10:02:51 -05:00
7227d06156
[Metrics] [KVConnector] Add Offloading Connector metrics ( #27942 )
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Added queries and hits metrics for the Offloading Connector.
Also added timing metrics for store and load operations, which take the
average time it takes to load/store, per-token.
The metrics are available from Prometheus and from the StatLogger.
Signed-off-by: omerpaz95 <omerpaz95@gmail.com >
Co-authored-by: Omer Paz <Omer.Paz@ibm.com >
2026-01-27 13:34:49 +00:00
Harry Mellor and GitHub
14385c80fc
Fix weight mapping test for Transfomers v5 ( #33162 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
2026-01-27 12:30:14 +00:00
76139d0801
[Frontend] Frontend will only attach supported tasks corresponding entrypoints. ( #33139 )
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Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io >
Signed-off-by: wang.yuqi <noooop@126.com >
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com >
2026-01-27 12:15:43 +00:00
b539f988e1
[Models] Kimi-K2.5 ( #33131 )
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Signed-off-by: wanglinian <wanglinian@stu.pku.edu.cn >
Signed-off-by: wangln19 <96399074+wangln19@users.noreply.github.com >
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn >
Signed-off-by: youkaichao <youkaichao@gmail.com >
Signed-off-by: Roger Wang <hey@rogerw.io >
Co-authored-by: wanglinian <wanglinian@stu.pku.edu.cn >
Co-authored-by: wangln19 <96399074+wangln19@users.noreply.github.com >
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com >
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn >
Co-authored-by: Nick Hill <nickhill123@gmail.com >
Co-authored-by: youkaichao <youkaichao@gmail.com >
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2026-01-27 14:50:31 +08:00
Andreas Karatzas and GitHub
6c00645712
[CI][Pooling] Stabilize ModernBERT test ( #32909 )
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Signed-off-by: Andreas Karatzas <akaratza@amd.com >
2026-01-27 05:26:48 +00:00
2d7053438a
fix: preserve native tool call ID in multi-turn tool calling ( #32768 )
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Signed-off-by: wanglinian <wanglinian@stu.pku.edu.cn >
Signed-off-by: wangln19 <96399074+wangln19@users.noreply.github.com >
Signed-off-by: Roger Wang <hey@rogerw.io >
Co-authored-by: Roger Wang <hey@rogerw.io >
Co-authored-by: Isotr0py <2037008807@qq.com >
2026-01-27 10:22:35 +08:00
5a93b9162b
[MoE Refactor] Integrate Naive Prepare Finalize into MK ( #32567 )
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Signed-off-by: Robert Shaw <robshaw@redhat.com >
Signed-off-by: Amir Klein <203507526+amirkl94@users.noreply.github.com >
Co-authored-by: Robert Shaw <robshaw@redhat.com >
Co-authored-by: amirkl94 <203507526+amirkl94@users.noreply.github.com >
2026-01-27 01:28:02 +00:00
Jared Wen and GitHub
6ee7f18f33
[Logging] add --disable-access-log-for-endpoints CLI option ( #30011 )
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Add a new CLI option --disable-access-log-for-endpoints to suppress
uvicorn access logs for specified endpoints (e.g., /health, /metrics, /ping).
This addresses the need to reduce log noise in production environments
where health check endpoints are frequently polled by load balancers or
monitoring systems, generating excessive log entries that obscure
meaningful request logs.
Fixes #29982
Signed-off-by: JaredforReal <w13431838023@gmail.com >
2026-01-26 21:49:03 +00:00